Publications: Dr Dimitrios Kollias

Kollias D, Vendal K, Gadhavi P, Russom S ( 2023 ) . BTDNet: A Multi-Modal Approach for Brain Tumor Radiogenomic Classification . Applied Sciences vol. 13 , ( 21 )

Chowdhury D, Das A, Dey A, Banerjee S, Golec M, Kollias D, Kumar M, Kaur G et al. ( 2023 ) . CoviDetector: A transfer learning-based semi supervised approach to detect Covid-19 using CXR images . BenchCouncil Transactions on Benchmarks, Standards and Evaluations vol. 3 , ( 2 ) Article 100119 , 100119 - 100119 .

Kollias D, Arsenos A, Kollias S ( 2023 ) . A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging . Neurocomputing vol. 542 ,

Kollias D, Arsenos A, Kollias S ( 2023 ) . AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity . Conference: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) vol. 00 , 1 - 5 .

Arsenos A, Davidhi A, Kollias D, Prassopoulos P, Kollias S ( 2023 ) . Data-Driven Covid-19 Detection Through Medical Imaging . Conference: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) vol. 00 , 1 - 5 .

Kollias D ( 2023 ) . ABAW: Learning from Synthetic Data & Multi-task Learning Challenges . vol. 13806 , 157 - 172 .

Kollias D ( 2023 ) . Ai-mia: Covid-19 detection & severity analysis through medical imaging . Conference: European Conference on Computer Vision (ECCV)

Salpea N, Tzouveli P, Kollias D ( 2023 ) . Medical Image Segmentation: A Review of Modern Architectures . Computer Vision – ECCV 2022 Workshops , vol. 13807 , Springer Nature

Kollias D ( 2023 ) . Abaw: Valence-arousal estimation, expression recognition, action unit detection & emotional reaction intensity estimation challenges . Conference: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Kollias D ( 2023 ) . Multi-Label Compound Expression Recognition: C-EXPR Database & Network . Conference: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Arsenos A, Kollias D, Kollias S ( 2022 ) . A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis . Conference: 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP) vol. 00 , 1 - 5 .

Kollias D ( 2022 ) . A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis . Conference: IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)

Kollias D ( 2022 ) . ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges . Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Kollias D ( 2022 ) . MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition . Conference: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR))